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MLOps with Red Hat OpenShift: A cloud-native approach to machine learning operations by Ross Brigoli, Faisal Masood
English | January 31, 2024 | ISBN: 1805120239 | 238 pages | PDF | 12 Mb
Build and manage MLOps pipelines with this practical guide to using Red Hat OpenShift Data Science, unleashing the power of machine learning workflowsKey FeaturesGrasp MLOps and machine learning project lifecycle through concept introductionsGet hands on with provisioning and configuring Red Hat OpenShift Data ScienceExplore model training, deployment, and MLOps pipeline building with step-by-step instructionsBook Description

MLOps with OpenShift offers practical insights for implementing MLOps workflows on the dynamic OpenShift platform. As organizations worldwide seek to harness the power of machine learning operations, this book lays the foundation for your MLOps success. Starting with an exploration of key MLOps concepts, including data preparation, model training, and deployment, you'll prepare to unleash OpenShift capabilities, kicking off with a primer on containers, pods, operators, and more.
With the groundwork in place, you'll be guided to MLOps workflows, uncovering the applications of popular machine learning frameworks for training and testing models on the platform.
As you advance through the chapters, you'll focus on the open-source data science and machine learning platform, Red Hat OpenShift Data Science, and its partner components, such as Pachyderm and Intel OpenVino, to understand their role in building and managing data pipelines, as well as deploying and monitoring machine learning models.
Armed with this comprehensive knowledge, you'll be able to implement MLOps workflows on the OpenShift platform proficiently.What you will learnBuild a solid foundation in key MLOps concepts and best practicesExplore MLOps workflows, covering model development and trainingImplement complete MLOps workflows on the Red Hat OpenShift platformBuild MLOps pipelines for automating model training and deploymentsDiscover model serving approaches using Seldon and Intel OpenVinoGet to grips with operating data science and machine learning workloads in OpenShiftWho this book is for
This book is for MLOps and DevOps engineers, data architects, and data scientists interested in learning the OpenShift platform. Particularly, developers who want to learn MLOps and its components will find this book useful. Whether you're a machine learning engineer or software developer, this book serves as an essential guide to building scalable and efficient machine learning workflows on the OpenShift platform.Table of ContentsIntroduction to MLOps and OpenShiftProvisioning an MLOps platform in the CloudBuilding Machine Learning ModelsEmbedding ML Models into the ApplicationsDeploying ML Models as a ServiceOperating ML workloadsBuilding a face detector using the Red Hat ML Platform

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[booksz]

Mobile Computing, Applications, and Services: 4th International Conference, MobiCASE 2012, Seattle, WA, USA, October 11-12, 2012. Revised Selected Papers By Steffen Hess, Felix Kiefer, Ralf Carbon, Andreas Maier (auth.), David Uhler, Khanjan Mehta, Jennifer L. Wong (eds.)
2013 | 428 Pages | ISBN: 3642366317 | PDF | 18 MB
This book constitutes the thoroughly refereed post-conference proceedings of the Fourth International Conference on Mobile Computing, Applications, and Services (MobiCASE 2012) held in Seattle, Washington, USA, in October 2012. The 18 revised full papers presented together with 9 revised poster papers were carefully reviewed and selected from 51 submissions. The conference papers are organized in five topical sections, covering mobile application development, multi-dimensional interactions, system support and architecture, mobile applications, and mobile services.

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[booksz]

Mobile Technologies for Smart Healthcare System Design (Wireless Networks) by Xiaonan Guo, Yan Wang, Jerry Cheng
English | September 12, 2024 | ISBN: 3031573447 | 222 pages | MOBI | 19 Mb
This book offers a comprehensive examination of mobile technologies in healthcare. It starts by covering wireless solutions, including WiFi signals and mmWave technology for activity recognition, fitness assistance, and eating habit monitoring. The discussion extends to wearable technologies that focus on personal fitness and injury prevention, highlighting the innovative use of PPG sensors in wearables, which enable gesture recognition and user authentication.

Based on thorough analyses on the challenges of designing robust mobile healthcare systems, this book addresses the difficulty of gathering accurate and reliable sensor data amidst the variability of human activities. It explores solutions using advanced sensing modalities, such as WiFi, mmWave, and PPG sensors, and robust algorithms for feature extraction to interpret activities, gestures, and biometrics. It also tackles system robustness across diverse environments and practical issues such as reducing training efforts, handling motion artifacts, and the implementation of these systems using commercially available devices.
The primary audience for this book targets computer science students and researchers working in mobile computing, smart healthcare, human-computer interaction and artificial intelligence/machine learning. Professionals and consultants focused on advancing mobile-based healthcare solutions will want to purchase this book as a reference.

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Model-Based Reasoning, Abductive Cognition, Creativity:
Inferences and Models in Science, Logic, Language, and Technology
English | 2024 | ISBN: 3031692993 | 977 Pages | EPUB (True) | 4.5 MB

This book discusses how scientific and other types of cognition make use of models, abduction, and explanatory reasoning in order to produce important, innovative, and possibly creative changes in theories and concepts. Gathering revised contributions presented at the international conference on Model-Based Reasoning (MBR023), held on June 7-9, 2023 in Rome, Italy, the book addresses various intertwined topics ranging from the epistemology and applications of models also concerning the problem of knowledge production and scientific methodology (information visualization, experimental methods, and design) to the analysis of their role in cognition, decision-making, also with respect to social implications. The problem of model-based cognition is also illustrated taking advantage of recent results regarding problem-solving, abduction, and logic, paying attention to a critique of the dominant and received approaches, to the aim of fostering new discussions and stimulate new ideas. All in all, the book provides researchers and graduate students in the fields of applied philosophy, epistemology, cognitive science, and artificial intelligence alike with an authoritative snapshot of the latest theories and applications of model-based reasoning.

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Modern Business Analytics: Increasing the Value of Your Data with Python and R by Deanne Larson
English | January 14th, 2025 | ISBN: 1098140710 | 468 pages | True EPUB | 12.75 MB
Deriving business value from analytics is a challenging process. Turning data into information requires a business analyst who is adept at multiple technologies including databases, programming tools, and commercial analytics tools. This practical guide shows programmers who understand analysis concepts how to build the skills necessary to achieve business value.

Author Deanne Larson, data science practitioner and academic, helps you bridge the technical and business worlds to meet these requirements. You'll focus on developing these skills with R and Python using real-world examples. You'll also learn how to leverage methodologies for successful delivery. Learning methodology combined with open source tools is key to delivering successful business analytics and value.
This book shows you how to:
* Apply business analytics methodologies to achieve successful results
* Cleanse and transform data using R and Python
* Use R and Python to complete exploratory data analysis
* Create predictive models to solve business problems in R and Python
* Use Python, R, and business analytics tools to handle large volumes of data
* Commit code to GitHub to collaborate with data engineers and data scientists
* Measure success in business analytics

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Kopin Liu, "MODERN TRENDS IN CHEMICAL REACTION DYNAMICS - PART II: EXPERIMENT AND THEORY "
English | ISBN: 9812389237 | 2004 | 540 pages | PDF | 23 MB
The field of chemical reaction dynamics has made tremendous progress during the last decade or so. This is due largely to the development of many new, state-of-the-art experimental and theoretical techniques during that period. It is beneficial to present these advances, both theoretical and experimental, in a review volume (Parts I and II). The primary purpose of this review volume is to provide graduate students and experts in the field with a rather detailed picture of the current status of advanced experimental and theoretical research in chemical reaction dynamics. All chapters in these two parts have been written by world-renowned experts active in such research.

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Molecular Communication
by Tadashi Nakano
English | 2024 | ISBN: 1108832768 | 325 Pages | PDF | 13 MB

Fully revised and updated, this second edition is a comprehensive introduction to molecular communication including the theory, applications, and latest developments. Written with accessibility in mind, it requires little background knowledge, and carefully introduces the relevant aspects of biology and information theory, as well as practical systems. Capturing the significant changes and developments in the past decade, this edition includes seven new chapters covering: the architecture of molecular communication; modelling of biological molecular communication; mobile molecular communication; macroscale systems; design of components and bio-nanomachine formations. The authors present the biological foundations followed by analyses of biological systems in terms of communication theory, and go on to discuss the practical aspects of designing molecular communication systems such as drug delivery, lab-on-a-chip, and tissue engineering. Including case studies and experimental techniques, this remains a definitive guide to molecular communication for graduate students and researchers in electrical engineering, computer science, and molecular biology.

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Handoyo Puji Widodo, "Moving TESOL Beyond the Comfort Zone: Exploring Criticality in TESOL "
English | ISBN: 1631170341 | 2014 | 220 pages | PDF | 2 MB
There is an urgent need to examine how the emergence of globalisation is influencing the ways the English language is perceived, learned, and taught across multiple disciplines as multilingual students and their multilingual identities become the norm. This urgency goes beyond the walls of TESOL since working with multilingual students becomes interdisciplinary work of language education, teacher education, composition, and writing centre education.

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Multisensory Design of Retail Environments: Vision, Sound, and Scent
English | 2024 | ISBN: 3658456809 | 99 Pages | PDF EPUB (True) | 14 MB
Online retailers have gained massive popularity in recent years, plunging large parts of brick-and-mortar retail into an existential crisis. In order to survive in times of growing online retail, brick-and-mortar retailers must become aware of their unique potential to address non-digitizable consumer needs and transform retail environments into places of experience and discovery. A key building block for achieving this aim lies in the creation of sensory experiences that motivate consumers to enter and linger in stationary retail environments.

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Mussolini Warlord: Failed Dreams of Empire, 1940-1943 by H. James Burgwyn
English | July 10, 2012 | ISBN: 1936274299 | 456 pages | PDF | 3.14 Mb
Fascist Italy has received far too little attention in the military history of the Axis partnership. This is the first comprehensive study of Benito Mussolini's military efforts to build an empire during World War II.

It details the fascist dictator's attempt to build both a Mediterranean empire and Balkan empire, as well as a narrative history of his tragically flawed illusions; Italy's disastrous military performance; the heroism of Italian soldiers, sailors, and airmen; and the brutal counterinsurgency programs. Italy's various war theaters are discussed singly, with major battles outlined, military aptitude and results judged, and relations with the Axis partner described. Fascist ideology and the Italian army's conduct in the occupied territories-France, Yugoslavia, Albania, Greece, Russia, East Africa, and North Africa-are also analyzed. Mussolini was the single individual most responsible for Italy's failure during World War II.
H. James Burgwyn is professor emeritus of history at Westchester University and the author of important works on modern Italian history.

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My Bread: The Revolutionary No-Work, No-Knead Method by Jim Lahey, Rick Flaste, Martha Stewart
English | September 17, 2024 | ISBN: 132407650X | 240 pages | MOBI | 74 Mb
Named a Best Bread Cookbook by Food & Wine

Jim Lahey returns with a 15th-anniversary edition of his classic cookbook―featuring five unmissable new recipes.
The secret to acclaimed baker Jim Lahey's bread is slow-rise fermentation. As he revealed in 2009 with the publication of his now-classic cookbook My Bread, the amount of labor you put in totals five minutes: mix water, flour, yeast, and salt, and then let time work its magic, no kneading necessary. Whether preparing Lahey's basic loaf or a variation―a peanut butter and jelly bread, a pecorino cheese loaf, pancetta rolls, a classic Italian baguette―the process couldn't be more simple, or the results more inspiring.
In the fifteen years since My Bread's publication, the no-knead bread technique has remained as life-changing as ever. Now, Lahey revisits his beloved cookbook and adds five never-before-published recipes, including a pistachio-goji bread and a foolproof way of making Panko breadcrumbs at home. Repackaged for a new generation, the 15th-anniversary edition of My Bread is as timely as ever, and will bring good bread making back into our lives―with minimal work. Color photographs throughout

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My Time to Stand: A Memoir by Gypsy-Rose Blanchard, Melissa Moore, Michele Matrisciani
English | December 10, 2024 | ISBN: 1637745907 | True EPUB | 264 pages | 8.2 MB
A victim of her mother's Munchausen by proxy and child abuse survivor, Gypsy-Rose Blanchard's unique and controversial case made headlines across the world.

Now, she's finally free to start living her life on her terms-and to tell her own story as only she can.
Forced to use a wheelchair in public and endure a lifetime of faux illness, fraud, and exploitation, Gypsy was subjected not only to her mother's medical, physical, and emotional abuse, but deprived of childhood milestones. Prevented from attending school or socializing, Gypsy's formative years were defined by pain and isolation.
After serving 8 years in prison for the role she played in her mother Dee Dee's murder, Gypsy is embracing her fresh start-and reminding all of us that it's never too late.
In this revelatory, harrowing, and ultimately hopeful memoir, Gypsy shares the painful realities she grew up with and the details of her life that only she knows, including:
The abusive cycle that began with Dee Dee's abuse by her fatherGypsy's fear that continued unnecessary surgery would leave her truly disabledHow she coped with guilt and accepted responsibility for her mother's deathMemories of her final days in prisonWhat she learned upon reviewing her own medical records for the first timeHow it felt to finally see her family again as her authentic self
Featuring Blanchard family photos and new facts about Gypsy's life that she previously kept private, My Time to Stand offers an unprecedented look at the real Gypsy-Rose Blanchard, proudly embarking on her ongoing journey to recovery and self-discovery.

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Myofascial Magic in Action
by Avison, Joanne;Sharkey, John;Kirkness, Karen;Kelsick, Wilbour;Thornley, Paul;Eadie, Helen;
English | 2025 | ISBN: 9781839977756 | 288 pages | True EPUB | 8.46 MB

Myofascial Magic in Action is the first of five books explaining how fascia relates fundamentally to human movement and changes all that we thought we knew. Joanne Avison's explanations are straightforward and accessible while exploring keys to balance, poise, ease of motion, longevity, resilience and the natural magic of this incredible tissue network within EVERY human body. In this book, you will discover the magic of how myofascia (particularly) and fascia (universally) design individual shape and motion. You will uncover the "5 Rs of myofascial magic":
- Rebound -how we use the ground as a free resource
- Recoil -how the human blueprint relies on it for well-being
- Release -howeveryone has access to (metabolically) free elastic energy
- Restore -how every age and stage of fitness and ability can be optimised
- Refine -how tooptimise whatever is best for the individual, however they are at the time
Learning about the intricate and fascinating web of connective tissue, known as the fascia, will transform your practice and the way you perceive the human body and the beings you work with. As a practitioner, regardless of modality, this serves the keys to optimising programmes for different clients. This is a fantastic resource for yoga teachers, therapists, and movement professionals as well as manual therapists looking for small micro-movements to give their clients for homework. Distinguish where the magic happens, from the inside out.

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Nanomedicine: Innovations, Applications, and Breakthroughs in the Quest for Health and Medicine's Future
English | 2024 | ISBN: 3031724666 | 1061 Pages | PDF EPUB (True) | 66 MB
Nanotechnology is revolutionizing healthcare, by providing innovative solutions to some of the most challenging issues in medicine. This book provides an in-depth overview of nanoscale materials and devices that are advancing diagnostics, therapeutics, and personalized care in medical field. It focuses on nanomedicine's impact on vaccine efficacy as well as innovative diagnosis and therapy for various type of cancer while addressing concerns about safety and toxicity. It examines how nanotechnology is enhancing drug delivery by precisely targeting medicines to specific cells or tissues, thereby increasing treatment efficacy with reduced side effects. This book also explores how nanoparticles are advancing medical imaging for earlier and more accurate disease detection, and how nanosensors allow real-time biomarker monitoring for faster and more reliable diagnoses. Additionally, it explores nanomedicine's role in managing cardiovascular diseases, improving bone health through nano-extracellular vesicles, and regenerative medicine, including ongoing clinical trials and ethical considerations. This book is an essential resource for researchers, practitioners, and students, offering a comprehensive exploration of nanomedicine's role in shaping the future of health and medicine leading to a new era of precision medicine and improved patient care.

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Giselher Schalow, "Neural Network Learning in Humans "
English | ISBN: 1634824687 | 2015 | 329 pages | PDF | 24 MB
Based on human neurophysiology, it has been shown that the human brain and spinal cord can partly be repaired by movement-based learning. It seems that even to a very limited extent, new nerve cells can be built anew in the human central nervous system. Neural network learning starts with the knowledge of basic human neural network functions and their communication with the outside world. Neural network functions can only be explored thoroughly if it is partly known what impulse patterns run into and out of the networks. Even though the gained knowledge is rudimentary, it has immediate consequences for learning and the repair of the human central nervous system. This book discusses the theory of neural network learning. It provides research on neural network learning rates in healthy patients and patients with central nervous system injuries; neural network learning for coma patients; improving health in geriatric and cancer patients; and improving mental functions in patients with depression and anxiety.

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Neural Network Programming: How To Create Modern AI Systems With Python, Tensorflow, And Keras by Rob Botwright
English | January 17, 2024 | ISBN: 1839386444 | 302 pages | EPUB | 0.49 Mb
Unlock the Power of AI with Our Neural Network Programming Book Bundle

Are you ready to embark on a journey into the exciting world of artificial intelligence? Do you dream of mastering the skills needed to create cutting-edge AI systems that can revolutionize industries and change the future? Look no further than our comprehensive book bundle, "Neural Network Programming: How to Create Modern AI Systems with Python, TensorFlow, and Keras."
Why Choose Our Book Bundle?
In this era of technological advancement, artificial intelligence is at the forefront of innovation. Neural networks, a subset of AI, are driving breakthroughs in fields as diverse as healthcare, finance, and autonomous vehicles. To harness the full potential of AI, you need knowledge and expertise. That's where our book bundle comes in.
What You'll Gain
- Book 1 - Neural Network Programming for Beginners: If you're new to AI, this book is your perfect starting point. Learn Python, TensorFlow, and Keras from scratch and build your first AI systems. Lay the foundation for a rewarding journey into AI development.
- Book 2 - Advanced Neural Network Programming: Ready to take your skills to the next level? Dive deep into advanced techniques, fine-tune models, and explore real-world applications. Master the intricacies of TensorFlow and Keras to tackle complex AI challenges.
- Book 3 - Neural Network Programming: Beyond the Basics: Discover the world beyond fundamentals. Explore advanced concepts and cutting-edge architectures like Convolutional Neural Networks (CNNs) and Generative Adversarial Networks (GANs). Be prepared to innovate in AI research and development.
- Book 4 - Expert Neural Network Programming: Elevate yourself to expert status. Dive into quantum neural networks, ethical AI, model deployment, and the future of AI research. Push the boundaries of AI development with advanced Python, TensorFlow, and Keras techniques.
Don't miss this opportunity to unlock the power of AI. Invest in your future today with "Neural Network Programming: How to Create Modern AI Systems with Python, TensorFlow, and Keras." Start your journey into the exciting world of artificial intelligence now!

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Neuroscience, Neuroculture, and Neuroethics: A Broad Overview
English | 2024 | ISBN: 3031740238 | 176 Pages | PDF EPUB (True) | 2 MB
Contemporary brain research is challenging Western societal norms by questioning basic cornerstones such as individuality, freedom, rationality, solidarity, and the concept of the human being in general. It is giving way to profound changes in Western concepts of culture and civilization. This volume provides a broad overview of the cultural changes incurred by neuroscience and neurotechnology, and explores the evolving fields of neuroeconomics, neuroreligion, neuropolitics, and neuroethics. It takes a multi-disciplinary approach in explaining how neuroscience and neurotechnology will affect society, and illustrates how these tools and methods are being used in research and ever-expanding practices in varying fields.

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Frederic Krome, "New Approaches in Teaching History: Using Science Fiction to Introduce Students to New Vistas in Historical Thought "
English | ISBN: 1475869517 | 2024 | 142 pages | PDF | 4 MB
Science fiction literature and film are an underappreciated source for the teaching of history. Finding material that can excite a student's curiosity can be a key towards greater student engagement, especially among students who are taking history as a requirement, rather than from interest. The discovery that they can read or watch science fiction as part of their classwork often comes as a pleasant surprise. Beyond its popularity, however, utilizing science fiction for class assignments has certain pedagogical advantages: it introduces students to new vistas in historical thought, helps them learn how literature and film can be applied as a primary source, and can encourage participation in projects that are enjoyable.

Each chapter provides case studies focusing on a different subject in the modern history curriculum and in addition to providing an analysis of specific texts and/or cinematic sources, gives suggestions on assignments for the students.
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New Trends of Research in Ontologies and Lexical Resources: Ideas, Projects, Systems By Alessandro Oltramari, Piek Vossen, Lu Qin (auth.), Alessandro Oltramari, Piek Vossen, Lu Qin, Eduard Hovy (eds.)
2013 | 282 Pages | ISBN: 3642317812 | PDF | 5 MB
In order to exchange knowledge, humans need to share a common lexicon of words as well as to access the world models underlying that lexicon. What is a natural process for a human turns out to be an extremely hard task for a machine: computers can't represent knowledge as effectively as humans do, which hampers, for example, meaning disambiguation and communication. Applied ontologies and NLP have been developed to face these challenges. Integrating ontologies with (possibly multilingual) lexical resources is an essential requirement to make human language understandable by machines, and also to enable interoperability and computability across information systems and, ultimately, in the Web. This book explores recent advances in the integration of ontologies and lexical resources, including questions such as building the required infrastructure (e.g., the Semantic Web) and different formalisms, methods and platforms for eliciting, analyzing and encoding knowledge contents (e.g., multimedia, emotions, events, etc.). The contributors look towards next-generation technologies, shifting the focus from the state of the art to the future of Ontologies and Lexical Resources. This work will be of interest to research scientists, graduate students, and professionals in the fields of knowledge engineering, computational linguistics, and semantic technologies.

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Next-Generation Wireless Technologies: 4G and Beyond By Naveen Chilamkurti (auth.), Naveen Chilamkurti, Sherali Zeadally, Hakima Chaouchi (eds.)
2013 | 285 Pages | ISBN: 1447151631 | PDF | 8 MB
This comprehensive text/reference examines the various challenges to secure, efficient and cost-effective next-generation wireless networking. Topics and features: presents the latest advances, standards and technical challenges in a broad range of emerging wireless technologies; discusses cooperative and mesh networks, delay tolerant networks, and other next-generation networks such as LTE; examines real-world applications of vehicular communications, broadband wireless technologies, RFID technology, and energy-efficient wireless communications; introduces developments towards the 'Internet of Things' from both a communications and a service perspective; discusses the machine-to-machine communication model, important applications of wireless technologies in healthcare, and security issues in state-of-the-art networks.

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